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Tuesday, 19 September 2023 10:48

Microsoft exposed 38TB of private data on GitHub: Wiz researchers Featured

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Microsoft exposed 38TB of private data on GitHub: Wiz researchers Image by Gerd Altmann from Pixabay

AI researchers at Microsoft accidentally exposed 38TB of private data while in the process of sending live a bucket containing open-source training data, the cloud security company Wiz.io claims.

In a blog post on Monday, Wiz researchers Hillai Ben-Sasson and Ronny Greenberg said a disk back-up was among the data exposed and this included secrets, private keys, passwords, and more than 30,000 internal Microsoft Teams messages.

Wiz, a company which was set up by former Microsoft engineers, recently did a deep dive on an Azure cloud breach suffered by Microsoft and revealed several problematic issues at the core of the intrusion.

The Monday post was about an incident that occurred on 22 June. Wiz said Microsoft had shut down the bucket two days later.

Explaining what had happened, Ben-Sasson and Greenberg said the files were shared using an Azure feature called SAS tokens which allow a user to share data from storage accounts.

"The access level can be limited to specific files only; however, in this case, the link was configured to share the entire storage account — including another 38TB of private files," the two Wiz researchers noted.

"This case is an example of the new risks organisations face when starting to leverage the power of AI more broadly, as more of their engineers now work with massive amounts of training data.

"As data scientists and engineers race to bring new AI solutions to production, the massive amounts of data they handle require additional security checks and safeguards."

Ben-Sasson and Greenberg said they had come across the accidentally exposed data while scanning for misconfigured storage containers.

"In this process, we found a GitHub repository under the Microsoft organisation named robust-models-transfer," they wrote. "The repository belongs to Microsoft’s AI research division, and its purpose is to provide open-source code and AI models for image recognition."

Instructions for downloading data from the repository were provided as shown below:

github

But due to the misconfiguration, the URL provided access to the entire storage account, not just the open-source models.

"Our scan shows that this account contained 38TB of additional data – including Microsoft employees’ personal computer back-ups," the Wiz pair wrote.

"The back-ups contained sensitive personal data, including passwords to Microsoft services, secret keys, and over 30,000 internal Microsoft Teams messages from 359 Microsoft employees."

Apart from the wrong permissions, the token also allowed an attacker to delete or overwrite existing files.

The access level of an SAS token can be customised by a user and the use of such tokens is a security risk since information can be shared with external unidentified IDs, Ben-Sasson and Greenberg said.

They pointed out that SAS tokens had expiry problems, with there being no upper limit on expiry. In this case, the Microsoft token was set to expire in 2051.

They provided advice to security practitioners so that such issues could be avoided.

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Sam Varghese

Sam Varghese has been writing for iTWire since 2006, a year after the site came into existence. For nearly a decade thereafter, he wrote mostly about free and open source software, based on his own use of this genre of software. Since May 2016, he has been writing across many areas of technology. He has been a journalist for nearly 40 years in India (Indian Express and Deccan Herald), the UAE (Khaleej Times) and Australia (Daily Commercial News (now defunct) and The Age). His personal blog is titled Irregular Expression.

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